KEMLG - Grup d'Enginyeria del Coneixement i Aprenentatge Automàtic
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Articles de revista [124]
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Capítols de llibre [15]
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Llibres [2]
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Reports de recerca [96]
Recent Submissions
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Understanding effects of cognitive rehabilitation under a knowledge discovery approach
(Elsevier, 2016-10)
Article
Open AccessTraumatic brain injury (TBI) is the leading cause of death and disability in children and young adults worldwide. Cognitive rehabilitation (CR) plans consist of a sequence of CR tasks targeting main cognitive functions. ... -
aTLP: a color-based model of uncertainty to evaluate the risk of decisions based on prototypes
(IOS Press, 2015-01-01)
Article
Open AccessClustering techniques find homogeneous and distinguishable prototypes. Careful interpretation of these prototypes is crucial to assist the experts to better organize this know-how and to really improve their decision-making ... -
Classification based on rules and thyroids dysfunctions
(1999-10)
Article
Open AccessClassification in ill-structured domains (ISD) is a difficult problem for the actual statistical and artificial intelligence techniques, because of the intrinsic characteristics of those domains. Classification based on ... -
Ontology-driven web-based semantic similarity
(2009-11-03)
Article
Open AccessEstimation of the degree of semantic similarity/distance between concepts is a very common problem in research areas such as natural language processing, knowledge acquisition, information retrieval or data mining. In the ... -
Advantages of combining AI and statistic for knowledge discovery on functional disability: multivariate analysis of assessment scales using clustering based on rules
(2009-12)
Article
Open AccessIn Europe, and other developed areas, senior citizens are a fast growing part of population. This increases proportion of disabled persons and proportion of persons with reduced quality of life. The concept of disability ... -
Definición de "dependencia funcional": implicaciones para la política sociosanitaria
(Elsevier, 2010-03-04)
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A preliminary taxonomy and a standard knowledge base for mental-health system indicators in Spain
(2010-11)
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Open Access -
Knowledge-driven delivery of home care services
(2012-02)
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Open AccessHome Care (HC) assistance is emerging as an effective and efficient alternative to institutionalized care, especially for the case of senior patients that present multiple co-morbidities and require life long treatments ... -
Semantic similarity estimation from multiple ontologies
(2012-05-26)
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Open Access -
Evaluation of adherence to nutritional intervention through trajectory analysis
(2017-05)
Article
Open AccessClassical Pre-Post Intervention Studies are often analyzed using traditional statistics. Nevertheless, the nutritional interventions have small effects on the metabolism and traditional statistics are not enough to detect ... -
The influence of lifestyle, diet, and reproductive history on age at natural menopause in Spain: analysis from the EPIC-Spain sub-cohort
(2018-11)
Article
Open AccessObjective To determinate the role of lifestyle factors, recent diet, menstrual factors, and reproductive history in age at natural menopause in adult Spanish women. Methods In total, 12¿562 pre-menopausal women were available ... -
A data science approach for spatiotemporal modelling of low and resident air pollution in Madrid (Spain): implications for epidemiological studies
(2019-05-01)
Article
Open AccessModel developments to assess different air pollution exposures within cities are still a key challenge in environmental epidemiology. Background air pollution is a long-term resident and low-level concentration pollution ...
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